Triple
T6120482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga languages (southern Africa) |
E136469
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Tonga language (Mozambique) |
E135269
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Tonga language (Mozambique) | Statement: [Tonga languages (southern Africa), hasMember, Tonga language (Mozambique)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga language (Mozambique) Context triple: [Tonga languages (southern Africa), hasMember, Tonga language (Mozambique)]
-
A.
Tonga languages (southern Africa)
Tonga languages (southern Africa) are a group of closely related Southern Bantu languages spoken primarily in parts of Zambia, Zimbabwe, and neighboring regions.
-
B.
Tongan language
The Tongan language is an Austronesian language spoken primarily in the Kingdom of Tonga, known for its rich oral traditions and distinct phonological and grammatical features within the Polynesian language family.
-
C.
Tsonga language
chosen
The Tsonga language is a Bantu language spoken primarily in southern Africa, especially in Mozambique, South Africa, Eswatini, and Zimbabwe.
-
D.
Malaweg language
The Malaweg language is an Austronesian language spoken primarily in the northern Philippines, particularly in parts of Cagayan province, by the Malaweg ethnic group.
-
E.
Tonga (Zambia)
Tonga (Zambia) is a Bantu language spoken primarily by the Tonga people in southern Zambia and neighboring regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bef8dc08190b917ad7209188c62 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
Created at: March 22, 2026, 4:14 p.m.